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AI
2001
Springer
15 years 10 months ago
A Case Study for Learning from Imbalanced Data Sets
We present our experience in applying a rule induction technique to an extremely imbalanced pharmaceutical data set. We focus on using a variety of performance measures to evaluate...
Aijun An, Nick Cercone, Xiangji Huang
AI
2001
Springer
15 years 10 months ago
Knowledge and Planning in an Action-Based Multi-agent Framework: A Case Study
The situation calculus is a logical formalism that has been extensively developed for planning. We apply the formalism in a complex multi-agent domain, modelled on the game of Clue...
Bradley Bart, James P. Delgrande, Oliver Schulte
DIS
2001
Springer
15 years 10 months ago
Dynamic Aggregation to Support Pattern Discovery: A Case Study with Web Logs
Rapid growth of digital data collections is overwhelming the capabilities of humans to comprehend them without aid. The extraction of useful data from large raw data sets is someth...
Lida Tang, Ben Shneiderman
EUROPAR
2001
Springer
15 years 10 months ago
A Case Study of Load Distribution in Parallel View Frustum Culling and Collision Detection
Abstract. When parallelizing hierarchical view frustum culling and collision detection, the low computation cost per node and the fact that the traversal path through the tree stru...
Ulf Assarsson, Per Stenström